Table 7 Five model effect comparison table in chicken
From: A classification model for lncRNA and mRNA based on k-mers and a convolutional neural network
model | model accuracy | precision rate(P) | recall rate(R) | F1score |
|---|---|---|---|---|
CNN | 0.9963 | 0.9943 | 0.9984 | 0.9963 |
RF | 0.9302 | 0.9351 | 0.9245 | 0.9298 |
LR | 0.8743 | 0.8902 | 0.8546 | 0.8720 |
DT | 0.8227 | 0.8148 | 0.8315 | 0.8230 |
SVM | 0.8724 | 0.8881 | 0.8538 | 0.8706 |